Improving Neuropharmacology using Big Data, Machine Learning and Computational Algorithms

被引：24
|
作者：
Shameer, Khader [1 ,7 ]
Nayarisseri, Anuraj [2 ,3 ]
Romero Duran, Francisco Xavier [4 ]
Gonzalez-Diaz, Humberto [5 ,6 ]
机构：
[1] Mt Sinai Hlth Syst, Dept Genet & Genom Sci, Icahn Inst Genom & Multiscale Biol, INGH, New York, NY 10029 USA
[2] Eminent Biosci, Bioinformat Res Lab, Indore 452010, Madhya Pradesh, India
[3] Legene Biosci, In Silico Res Lab, Indore 452010, Madhya Pradesh, India
[4] IMQ Zorrotzaurre Clin, Ballets Olaeta Kalea 4, Bilbao 48014, Bizkaia, Spain
[5] Univ Basque Country, UPV EHU, Dept Organ Chem 2, Leioa 48940, Biscay, Spain
[6] Ikerbasque, Basque Fdn Sci, Bilbao 48011, Biscay, Spain
[7] Healthcare Transformat Serv, Philips Healthcare, 2 Canal Pk, Cambridge, MA 02141 USA
来源：
CURRENT NEUROPHARMACOLOGY | 2017年 / 15卷 / 08期
基金：
美国国家卫生研究院;
关键词：
ALZHEIMERS-DISEASE; ANOPHELES-GAMBIAE; PROTEIN-SEQUENCE; UNITED-STATES; DRUG; INTEGRATION; PREDICTION; DESIGN;
D O I：
10.2174/1570159X1508171114113425
中图分类号：
Q189 [神经科学];
学科分类号：
071006 ;
摘要：
引用
收藏
页码：1058 / 1061
页数：4
相关论文
共 50 条
  • [1] Machine Learning and Computational Intelligence in Big Data
    Anagnostopoulos, Christos
    Kolomvatsos, Kostas
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015, 6 (06) : 873 - 874
  • [2] Big data algorithms beyond machine learning
    Mnich M.
    [J]. KI - Künstliche Intelligenz, 2018, 32 (1) : 9 - 17
  • [3] Predicting Student Success Using Big Data and Machine Learning Algorithms
    Ouatik, Farouk
    Erritali, Mohammed
    Ouatik, Fahd
    Jourhmane, Mostafa
    [J]. INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2022, 17 (12) : 236 - 251
  • [4] Air Quality Forecasting Using Big Data and Machine Learning Algorithms
    Koo, Youn-Seo
    Choi, Yunsoo
    Ho, Chang-Hoi
    [J]. ASIA-PACIFIC JOURNAL OF ATMOSPHERIC SCIENCES, 2023, 59 (05) : 529 - 530
  • [5] A Theoretical Model for Big Data Analytics using Machine Learning Algorithms
    Sheshasaayee, Ananthi
    Lakshmi, J. V. N.
    [J]. PROCEEDING OF THE THIRD INTERNATIONAL SYMPOSIUM ON WOMEN IN COMPUTING AND INFORMATICS (WCI-2015), 2015, : 635 - 639
  • [6] Air Quality Forecasting Using Big Data and Machine Learning Algorithms
    Youn-Seo Koo
    Yunsoo Choi
    Chang‐Hoi Ho
    [J]. Asia-Pacific Journal of Atmospheric Sciences, 2023, 59 : 529 - 530
  • [7] Big Data Landscapes: Improving the Visualization of Machine Learning-based Clustering Algorithms
    Kammer, Dietrich
    Keck, Mandy
    Gruender, Thomas
    Groh, Rainer
    [J]. AVI'18: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ADVANCED VISUAL INTERFACES, 2018,
  • [8] Machine learning algorithms for oncology big data treatment
    Mohammed, Zouiten
    [J]. ICCWCS'17: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTING AND WIRELESS COMMUNICATION SYSTEMS, 2017,
  • [9] Streaming Machine Learning Algorithms with Big Data Systems
    Abeykoon, Vibhatha
    Kamburugamuve, Supun
    Govindrarajan, Kannan
    Wickramasinghe, Pulasthi
    Widanage, Chathura
    Perera, Niranda
    Uyar, Ahmet
    Gunduz, Gurhan
    Akkas, Selahattin
    Von Laszewski, Gregor
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2019, : 5661 - 5666
  • [10] A SURVEY OF MACHINE LEARNING ALGORITHMS FOR BIG DATA ANALYTICS
    Athmaja, S.
    Hanumanthappa, M.
    Kavitha, Vasantha
    [J]. 2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2017,
12345